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Necessary and Sufficient Conditions for Surrogate Functions of Pareto Frontiers and Their Synthesis Using Gaussian Processes.
Conrado Silva Miranda
Fernando José Von Zuben
Published in:
CoRR (2015)
Keyphrases
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sufficient conditions
gaussian processes
gaussian process
gaussian process regression
asymptotic stability
exponential stability
gaussian process models
kernel parameters
covariance function
multi task
hyperparameters
genetic algorithm
prior knowledge
active learning
regression model
bayesian inference